Mehul Thakral's repositories
logic_detector
A Machine Learning based system to detect semantics in the form of semantic label and suggest optimized alternatives for Python and C++ function-based code snippet.Semantic Detection is language agnostic with accuracy above 95% while optimization with accuracy above 85% for both Python and C++.
Scene_Description_using_Densecap-Hybrid-Hierarchical_RNN
Generated image description in the form of coherent paragraphs using Densecap(CNN for Dense Captioning) and Hierarchical RNN and Model was able to perform as good as state-of-art in terms of metrics inclined towards human-like sentences.
aws-task-scheduler-orchestrator
Developed Task Scheduler and Orchestrator Library for scheduling AWS Lambda functions based on predefined delay or particular timestamp.
dijkstra-using-different-heaps
Implemented Dijkstra’s algorithm and compared performance when implemented using fibonacci, binomial and binary heaps in CPP. Ran algorithm on New York’s road network dataset which consisted of around 0.2M nodes and 0.7M edges. Concluded that fibonacci Heap gives performance enhancement on such a large dataset compared to other two heaps.
vehicle-rental-management-system
This project is for fulfillment of requirement for Internal Assessment 2 for special Topic i.e. Programming with C++
CulinaryMagic
Food Blog website
MalwareDetection
Using machine learning models to predict the probability of a windows system getting infected by various families of malware, based on different properties of that system.
PESInnovators_codefundo
A repo maintained by the team PESInnovators for the Microsoft Codefundo++ for the topic -"Finding better ways to save lives and prevent economic losses through mechanisms to predict, prevent, or manage the impact of natural disasters."
StudentPlacementApp
This an app for university level students to help them during their placement activities in terms of reminding them about placement activities and enables placement officer to convey about such activities to students.
treasure-hunt-python3
This is a command line treasure hunt game made using python3